diff --git a/.gitignore b/.gitignore
index b454d891bd..75de23b60a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -71,6 +71,7 @@
 *.pyc
 *.idea/misc.xml
 *.idea/modules.xml
+*.idea/
 *.iml
 *.cache
 */build/
diff --git a/UnitySDK/Assets/ML-Agents/Examples/3DBall/TFModels/3DBallHardLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/3DBall/TFModels/3DBallHardLearning.nn
index 09f761645e..f5c74dc2a9 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/3DBall/TFModels/3DBallLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/3DBall/TFModels/3DBallLearning.nn
index 42cf8c1193..dbe8ca2626 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/BananaCollectors/TFModels/BananaLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/BananaCollectors/TFModels/BananaLearning.nn
index b53e26c348..ac8a519cec 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/Basic/TFModels/BasicLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/Basic/TFModels/BasicLearning.nn
index 52d870ef16..9d94677cf5 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/Bouncer/TFModels/BouncerLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/Bouncer/TFModels/BouncerLearning.nn
index 2da6029200..4ca329a0d4 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/Crawler/TFModels/CrawlerDynamicLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/Crawler/TFModels/CrawlerDynamicLearning.nn
index 8bed23f4b4..6562f3bc85 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/Crawler/TFModels/CrawlerStaticLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/Crawler/TFModels/CrawlerStaticLearning.nn
index 46562baa39..8734082436 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/GridWorld/TFModels/GridWorldLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/GridWorld/TFModels/GridWorldLearning.nn
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/Hallway/TFModels/HallwayLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/Hallway/TFModels/HallwayLearning.nn
index 83a5069d7b..960ed82e2d 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/PushBlock/TFModels/PushBlockLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/PushBlock/TFModels/PushBlockLearning.nn
index beca94243d..6c2f960098 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/Pyramids/TFModels/PyramidsLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/Pyramids/TFModels/PyramidsLearning.nn
index dbf6436cc8..72def7accf 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/Reacher/TFModels/ReacherLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/Reacher/TFModels/ReacherLearning.nn
index 7272239b0a..6d93c6afd7 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/Soccer/TFModels/GoalieLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/Soccer/TFModels/GoalieLearning.nn
index f854adcc10..f4700c929e 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/Soccer/TFModels/StrikerLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/Soccer/TFModels/StrikerLearning.nn
index 292041e768..51d9a092d1 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/Tennis/TFModels/TennisLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/Tennis/TFModels/TennisLearning.nn
index e44b91f435..7ed0efa125 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/Walker/TFModels/WalkerLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/Walker/TFModels/WalkerLearning.nn
index 3772a6d881..55899f37a7 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/WallJump/TFModels/BigWallJumpLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/WallJump/TFModels/BigWallJumpLearning.nn
index fdcf8dafe1..2d97135c03 100644
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diff --git a/UnitySDK/Assets/ML-Agents/Examples/WallJump/TFModels/SmallWallJumpLearning.nn b/UnitySDK/Assets/ML-Agents/Examples/WallJump/TFModels/SmallWallJumpLearning.nn
index a2d015ba65..084c4097f6 100644
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diff --git a/config/trainer_config.yaml b/config/trainer_config.yaml
index 3122e1839c..66a2a945c5 100644
--- a/config/trainer_config.yaml
+++ b/config/trainer_config.yaml
@@ -128,7 +128,6 @@ VisualPyramidsLearning:
     lambd: 0.99
     gamma: 0.995
     beta: 0.001
-    use_curiosity: true
 
 3DBallHardLearning:
     normalize: true